Summary

In this chapter, we learned key concepts related to sentiment analysis. Sentiment was defined and difficulties related to its mining were covered. We then walked through the theoretical underpinnings of three different models for sentiment analysis. We intentionally separated the details of implementation from theoretical concerns in hopes of giving readers an appreciation for the methods, including their strengths and weaknesses.

The next chapter delves into the details of implementing the classes of models described earlier.

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